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Symmetric low-rank factorization, including characteristic two

Lax342547.SymmetricFactorization · concepts/Lax342547/SymmetricFactorization.lean · lax-342547

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    Natural Language Statement

    Theorem

    A symmetric rank-r matrix has a factorization Z H Zᵀ with Z injective and H symmetric and nonsingular. No assumption on the diagonal is made. Counting these factors gives the symmetric-matrix estimate in Lemma 5.5.

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    Proven claimDefinitionThis conceptRelated conceptA → B: B builds on A
    Evidence

    This concept declares 2 statements. Each proof establishes one of them relative to its assumptions.

    Lean source view on GitHub

    1import Lax342547.LowRankCounting
    2
    3/-!
    4---
    5title: Symmetric low-rank factorization, including characteristic two
    6type: theorem
    7---
    8A symmetric rank-r matrix has a factorization Z H Zᵀ with Z injective
    9and H symmetric and nonsingular. No assumption on the diagonal is made.
    10Counting these factors gives the symmetric-matrix estimate in Lemma 5.5.
    11-/
    12
    13namespace Lax342547.SymmetricFactorization
    14
    15axiom symmetric_factorization {K I : Type} [Field K] [Fintype I]
    16 (M : Matrix I I K) (hM : M.transpose = M) :
    17 ∃ Z : Matrix I (Fin M.rank) K, ∃ H : Matrix (Fin M.rank) (Fin M.rank) K,
    18 Function.Injective Z.mulVec ∧ H.transpose = H ∧ Function.Bijective H.mulVec ∧
    19 Z * H * Z.transpose = M
    20
    21open Lax342547.MomentSpace
    22
    23axiom card_symmetric_rank {I : Type} [Fintype I] (r : ℕ) :
    24 Nat.card {M : Matrix I I Binary // M.transpose = M ∧ M.rank = r} ≤
    25 2 ^ (Fintype.card I * r + r * r)
    26
    27end Lax342547.SymmetricFactorization
    28
    Show ProofShow Proof
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